Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9145592 | 0.6862504 | 0.3733304 |
| bt | 0.8201755 | 0.5265090 | 0.2220398 |
| maxnet | 0.7573202 | 0.4378613 | NA |
| gam | 0.7549986 | 0.4550839 | 0.1596133 |
| glm | 0.7137011 | 0.4078698 | 0.0996697 |